The invitation was placed gently on the counter by her husband. "This came for you," he said, his voice calm. Sarah eyed the envelope. Her jaw tightened. Her hands automatically reached for a glass of water.

She had built a life, a career. But a sense of inadequacy lingered. She worried about what others would think of her, if she had β€œmade it”. She felt a sudden need to check her appearance, to smooth the wrinkles from her brow.

Later, she found herself staring at her reflection in the mirror, her eyes wide, assessing herself critically. She hated the way she looked, the way she felt. She turned away from the mirror, a bitter taste in her mouth.

Emotion: stressed

Cluster: Fear / Anxiety
PC1 (Valence): -1.37 Negative
PC2 (Disposition): -0.53

Role in Research

This story is one of 1,000 stories generated for the emotion stressed. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 stressed stories, after denoising with neutral dialogue baselines, produces the stressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the stressed vector is projected through the unembedding matrix.

Promoted:
😩0.266
😫0.256
😰0.239
πŸ˜–0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169